Type annonces : Postes Doctorant

PhD position – Self-Supervised Representation Learning and Low-Rank Tensor Models

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The SiMul team (https://cran-simul.github.io) at the University of Lorraine is offering a fully funded PhD position on the theoretical foundations of self-supervised learning, focusing on representation stability, interpretability, and efficiency. Despite their success, self-supervised approaches and foundation models still lack a thorough theoretical understanding. This project aims to bridge that gap by exploring connections between AI models and low-rank…

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PhD Position on « Secure Wireless Localization and Sensing for Digital Health »

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𝐀𝐛𝐨𝐮𝐭 𝐭𝐡𝐞 𝐨𝐩𝐩𝐨𝐫𝐭𝐮𝐧𝐢𝐭𝐲: The PhD candidate will work on the ANR funded JCJC project SecLoc, which is entitled “Secure vital signs and location estimation: A smart health vision via RF sensing”. Host laboratory: ETIS, UMR 8051, CY Cergy Paris Université, ENSEA, CNRS, France.Contract duration: 36 months fixed-term contract, starting from…

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[PhD] On the scability of reinforcement learning approaches for QoS enhancement in long range networks  

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Laboratoire : IRISA, équipe Granit (https://www-granit.irisa.fr/) Encadrements et contacts : Lieu : Lannion Context More than two decades after the first appearances of the concept of an Internet-of-Things (IoT) [1] we have reached a point where wireless connected sensors and actors are omnipresent in our lives and are key building blocks for our…

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PhD thesis on super-resolution in La Rochelle

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Title : Optimized super-resolution adapted to shooting conditions Duration: 3 years (fixed-term contract) Contract start date: October 1, 2025 Salary: ~ 2200 € / month (gross) Workplace: L3i Laboratory, La Rochelle University Supervisors: Petra Gomez-Krämer (L3i) and Chaker Larabi (XLIM, Université de Poitiers) Key words: Video processing, image quality enhancement,…

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[PhD] Video Analysis and Artificial Intelligence for Early Detection of Writing Disorders

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French & English versions on https://adum.fr/as/ed/voirproposition.pl?matricule_prop=64126 Keywords Neural network, Image processing, Computer vision, Edge AI, Federated AI, Dysgraphia Project description The AVIAREPTE project (Video Analysis and Artificial Intelligence for Early Detection of Handwriting Disorders), led by IMT Mines Alès and the University of Montpellier, aims to develop an innovative, affordable,…

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[PhD] Thèse CIFRE en Communication Optique (Orange)

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Optimisation du design d’amplificateurs Raman discrets et distribués via des modèles d’IA Votre rôleVotre rôle est de réaliser un travail de thèse sur l’optimisation du design (via des modèles d’IA) d’amplificateurs Raman discrets et distribués, et des systèmes de transmission optique multi-bandes associés. Pour accroître la bande passante des fibres…

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[PhD] Innovative techniques for DSSS-FTN signal detection in secure communication networks

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Research Unit : SIGNAL teams IETR UMR CNRS 6164 Type of contract and duration: CDD – 36 months Workplace: CentraleSupélec, Campus de Rennes Thesis topic description: Modern communication systems face increasing challenges in signal detection within complexand dynamic environments. DSSS and FTN technologies offer significant advantages, particularlyin terms of security,…

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[PhD] Policy-Gradient Reinforcement Learning based on Stationary Distributions

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Location : LAAS-CNRS,Toulouse, France Application deadline : April 18 2025 Keywords : Reinforcement learning, stochastic gradient descent, policy gradient, convergence analysis, gradient estimator, exponential families, product-form stochastic systems. Context: In Reinforcement learning (RL), an agent improves its behavior in a trial-and-error fashion, byinteracting with an environment. The environment is typically…

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